COMPARISON OF COVARIATE BALANCE AMONG PROPENSITY SCORE MATCHING VERSUS PROPENSITY SCORE WEIGHTING AND STRATIFICATION IN OBSERVATIONAL MEDICAL DEVICE RESEARCH

被引：0
|
作者：
Wei, D. [1 ]
Vashisht, A. [2 ]
Cafri, G. [3 ]
Johnston, S. [4 ]
Wood, J. [5 ]
机构：
[1] Johnson & Johnson, Raleigh, NC USA
[2] Mu Sigma, Bangalore, Karnataka, India
[3] Johnson & Johnson, Warsaw, IN USA
[4] Johnson & Johnson, Annapolis, MD USA
[5] Johnson & Johnson, Newtown, PA USA
来源：
VALUE IN HEALTH | 2020年 / 23卷
关键词：
D O I：
暂无
中图分类号：
F [经济];
学科分类号：
02 ;
摘要：
MD2
引用
收藏
页码：S7 / S7
页数：1
相关论文
共 50 条
  • [1] A comparison of machine learning algorithms and covariate balance measures for propensity score matching and weighting
    Cannas, Massimo
    Arpino, Bruno
    BIOMETRICAL JOURNAL, 2019, 61 (04) : 1049 - 1072
  • [2] Propensity Score Matching in Observational Research
    Schober, Patrick
    Vetter, Thomas R.
    ANESTHESIA AND ANALGESIA, 2020, 130 (06): : 1616 - 1617
  • [3] APPLIED COMPARISON OF INDIRECT COVARIATE BALANCE AND RESIDUAL CONFOUNDING: PROPENSITY SCORE MATCHING VERSUS CARDINALITY MATCHING
    Fortin, S.
    Schuemie, M.
    VALUE IN HEALTH, 2022, 25 (07) : S523 - S523
  • [4] COMPARING PROPENSITY SCORE, PROPENSITY SCORE WITH COVARIATES AND GENETIC ALGORITHM METHODS FOR COVARIATE MATCHING IN OBSERVATIONAL STUDIES
    Claeys, C.
    Bakken, D. G.
    Wasserman, D.
    Spilman, J.
    VALUE IN HEALTH, 2014, 17 (03) : A200 - A200
  • [5] Application and comparison of generalized propensity score matching versus pairwise propensity score matching
    Cui, Zhanglin L.
    Hess, Lisa M.
    Goodloe, Robert
    Faries, Doug
    JOURNAL OF COMPARATIVE EFFECTIVENESS RESEARCH, 2018, 7 (09) : 923 - 933
  • [6] Propensity score matching versus propensity score fine stratification and coarsened exact matching in claims data
    Ripollone, John E.
    Huybrechts, Krista F.
    Rothman, Kenneth J.
    Ferguson, Ryan E.
    Franklin, Jessica M.
    PHARMACOEPIDEMIOLOGY AND DRUG SAFETY, 2018, 27 : 24 - 24
  • [7] Covariate Balance in Bayesian Propensity Score Approaches for Observational Studies
    Chen, Jianshen
    Kaplan, David
    JOURNAL OF RESEARCH ON EDUCATIONAL EFFECTIVENESS, 2015, 8 (02) : 280 - 302
  • [8] Propensity Score Methods for Creating Covariate Balance in Observational Studies
    Pattanayak, Cassandra W.
    Rubin, Donald B.
    Zell, Elizabeth R.
    REVISTA ESPANOLA DE CARDIOLOGIA, 2011, 64 (10): : 897 - 903
  • [9] Indirect covariate balance and residual confounding: An applied comparison of propensity score matching and cardinality matching
    Fortin, Stephen P.
    Schuemie, Martijn
    PHARMACOEPIDEMIOLOGY AND DRUG SAFETY, 2022, 31 (12) : 1242 - 1252
  • [10] Propensity score matching versus coarsened exact matching in observational comparative effectiveness research
    Guy, David
    Karp, Igor
    Wilk, Piotr
    Chin, Joseph
    Rodrigues, George
    JOURNAL OF COMPARATIVE EFFECTIVENESS RESEARCH, 2021, 10 (11) : 939 - 951
12345